




"""simple docstring"""







import copy
import random

from transformers import CLIPTokenizer

class 				snake_case_			(					lowerCamelCase_			):







   """simple docstring"""




   def __init__(		self       ,					*lowerCamelCase_       ,					**lowerCamelCase_)				->   List[Any]:
       super().__init__(*lowerCamelCase_       ,					**lowerCamelCase_)
       UpperCamelCase              =	{}







   def   UpperCAmelCase__			(		self       ,					lowerCamelCase_       ,					*lowerCamelCase_       ,					**lowerCamelCase_)				->   Union[str, Any]:
       UpperCamelCase              =	super().add_tokens(lowerCamelCase_       ,					*lowerCamelCase_       ,					**lowerCamelCase_)
       if num_added_tokens == 0:
           raise ValueError(
               F'The tokenizer already contains the token {placeholder_token}. Please pass a different'
               ''' `placeholder_token` that is not already in the tokenizer.''')







   def   UpperCAmelCase__			(		self       ,					lowerCamelCase_       ,					*lowerCamelCase_       ,					lowerCamelCase_=1       ,					**lowerCamelCase_)				->   int:
       UpperCamelCase              =	[]
       if num_vec_per_token == 1:
           self.try_adding_tokens(lowerCamelCase_       ,					*lowerCamelCase_       ,					**lowerCamelCase_)
           output.append(lowerCamelCase_)
       else:
           UpperCamelCase              =	[]
           for i in range(lowerCamelCase_):
               UpperCamelCase              =	placeholder_token + F'_{i}'
               self.try_adding_tokens(lowerCamelCase_       ,					*lowerCamelCase_       ,					**lowerCamelCase_)
               output.append(lowerCamelCase_)
        # handle cases where there is a new placeholder token that contains the current placeholder token but is larger
       for token in self.token_map:
           if token in placeholder_token:
               raise ValueError(
                   F'The tokenizer already has placeholder token {token} that can get confused with'
                   F' {placeholder_token}keep placeholder tokens independent')
       UpperCamelCase              =	output







   def   UpperCAmelCase__			(		self       ,					lowerCamelCase_       ,					lowerCamelCase_=False       ,					lowerCamelCase_=1.0)				->   Any:
       if isinstance(lowerCamelCase_       ,					lowerCamelCase_):
           UpperCamelCase              =	[]
           for i in range(len(lowerCamelCase_)):
               output.append(self.replace_placeholder_tokens_in_text(text[i]       ,					vector_shuffle=lowerCamelCase_))
           return output
       for placeholder_token in self.token_map:
           if placeholder_token in text:
               UpperCamelCase              =	self.token_map[placeholder_token]
               UpperCamelCase              =	tokens[: 1 + int(len(lowerCamelCase_) * prop_tokens_to_load)]
               if vector_shuffle:
                   UpperCamelCase              =	copy.copy(lowerCamelCase_)
                   random.shuffle(lowerCamelCase_)
               UpperCamelCase              =	text.replace(lowerCamelCase_       ,					''' '''.join(lowerCamelCase_))
       return text







   def __call__(		self       ,					lowerCamelCase_       ,					*lowerCamelCase_       ,					lowerCamelCase_=False       ,					lowerCamelCase_=1.0       ,					**lowerCamelCase_)				->   Tuple:
       return super().__call__(
           self.replace_placeholder_tokens_in_text(
               lowerCamelCase_       ,					vector_shuffle=lowerCamelCase_       ,					prop_tokens_to_load=lowerCamelCase_)       ,					*lowerCamelCase_       ,					**lowerCamelCase_       ,					)







   def   UpperCAmelCase__			(		self       ,					lowerCamelCase_       ,					*lowerCamelCase_       ,					lowerCamelCase_=False       ,					lowerCamelCase_=1.0       ,					**lowerCamelCase_)				->   List[Any]:
       return super().encode(
           self.replace_placeholder_tokens_in_text(
               lowerCamelCase_       ,					vector_shuffle=lowerCamelCase_       ,					prop_tokens_to_load=lowerCamelCase_)       ,					*lowerCamelCase_       ,					**lowerCamelCase_       ,					)



import os
from distutils.util import strtobool
def      UpperCAmelCase__		(UpperCamelCase_				,UpperCamelCase_							):



     """simple docstring"""






     for e in env_keys:
          snake_case											=							int(os.environ.get(UpperCamelCase_				,-1							)							)
          if val >= 0:
               return val
     return default
def      UpperCAmelCase__		(UpperCamelCase_				,UpperCamelCase_=False							):



     """simple docstring"""






     snake_case											=							os.environ.get(UpperCamelCase_				,str(UpperCamelCase_							)							)
     return strtobool(UpperCamelCase_							) == 1  # As its name indicates `strtobool` actually returns an int...

def      UpperCAmelCase__		(UpperCamelCase_				,UpperCamelCase_="no"							):



     """simple docstring"""






     snake_case											=							os.environ.get(UpperCamelCase_				,str(UpperCamelCase_							)							)
     return value




